{"id":"W4412846014","doi":"10.1177/15569845251361492","title":"MENDing Recovery: Comprehensive Perioperative Care Cuts Hospital Stay After Minimally Invasive CABG","year":2025,"lang":"en","type":"article","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; McGill University; University of British Columbia","funders":"","keywords":"Medicine; Perioperative; Intensive care unit; Bypass grafting; Retrospective cohort study; Emergency medicine; Coronary artery disease; Hospital readmission; Artery; Single Center; Surgery; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009707508,0.0001855848,0.0001618409,0.0003669072,0.0002064536,0.0003962472,0.0002815929,0.0001797282,0.0007846895],"category_scores_gemma":[0.003731903,0.00007949922,0.0002469447,0.0002242919,0.000215584,0.000345654,0.0008096853,0.0002779448,0.00004986072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004793335,"about_ca_system_score_gemma":0.0008938515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007977338,"about_ca_topic_score_gemma":0.002504718,"domain_scores_codex":[0.99934,0.0002761788,0.00006280137,0.00005986289,0.0001567901,0.0001043407],"domain_scores_gemma":[0.9986466,0.0002190792,0.000680692,0.00004535941,0.00008228432,0.0003260062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001497799,0.001108269,0.8966775,0.000164639,0.0001461186,0.0001585936,0.0001444505,0.0003770405,0.001339009,0.00008258318,0.0005701017,0.09773398],"study_design_scores_gemma":[0.00006346927,0.003422592,0.9943916,0.00005721937,0.00005465573,0.0003378939,0.000248735,0.0005231389,0.0004142114,0.00003516845,0.0004435658,0.000007731536],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990476,0.0003850415,0.0001318858,0.0001162467,0.000009856783,0.00002235631,0.00002638914,0.000005381544,0.0002552208],"genre_scores_gemma":[0.999215,0.0001612736,0.0004275228,0.00003961036,0.00002393541,0.00001709029,0.00005888714,8.327806e-7,0.00005577046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009707508,"threshold_uncertainty_score":0.005133867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008562368020965551,"score_gpt":0.2811001071224529,"score_spread":0.2725377391014873,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}